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ERP ⇄ Marketing

Dynamics 365 F&O to Twitter Ads integration — real-time, two-way sync

Keep Dynamics 365 F&O and Twitter Ads in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

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Why teams connect Dynamics 365 F&O and Twitter Ads

Feed the real customer, order, and revenue records from Dynamics 365 F&O into Twitter Ads so campaigns run on who actually bought what, and let contact and consent changes flow back in real time.

Marketing runs on lists of people, but the list rarely knows which of those people are paying customers, what they ordered, or what they are worth. Dynamics 365 F&O holds exactly that: Customer Invoices, Vendor Invoices, General Journal Entries, On-hand Inventory that record who the customer is, what they bought, and what they owe. When the two are joined only by a periodic export, campaigns go out against stale audiences, existing customers get prospecting emails, high-value accounts look the same as cold leads, and a canceled order still counts toward a segment.

Stacksync syncs Customer Invoices, Vendor Invoices, General Journal Entries, On-hand Inventory in Dynamics 365 F&O with Analytics (Stats), Ad Accounts, Campaigns, Line Items in Twitter Ads in real time, and where both sides accept writes, in both directions. Customer, order, and invoice data maps field by field onto the contacts, audiences, or accounts Twitter Ads works with, so segmentation and personalization run on current purchase history instead of a month-old snapshot. Contact details and consent changes that originate in Twitter Ads flow back onto the record in Dynamics 365 F&O.

The strongest bridge between the two is identity and purchase history, who the customer is and what they have bought, so that is where most of the value sits. Because the sync is field-level, each system keeps the attributes the other has no use for; only the shared records are held in agreement.

Common use cases

  • 01 Distribute product and price master data from F&O to downstream channels through a synced database.
  • 02 Sync customers, vendors, and released products into an operational database that internal apps read instead of calling OData directly.
  • 03 Push Campaigns and Line Items from a planning database or spreadsheet into X Ads so media buyers manage budgets, bids, and targeting without hand-entering each one in Ads Manager.
  • 04 Sync Custom Audiences by uploading hashed emails from a CRM or warehouse segment, keeping retargeting and suppression lists current as the source list changes.

Common sync patterns

Consent and contact changes travel

Email, address, or subscription-status changes stay aligned across both systems, so a customer who updates their details or opts out is respected everywhere.

Purchase history drives segmentation

Orders, invoices, and revenue totals from Dynamics 365 F&O land on the matching contact or account in Twitter Ads, so audiences are built from what customers actually bought and spent rather than from guesses.

Suppress or target existing customers

Because Dynamics 365 F&O knows who is already a paying customer, Twitter Ads can exclude them from acquisition campaigns or single them out for renewal and cross-sell.

What you can sync between Dynamics 365 F&O and Twitter Ads

Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.

Dynamics 365 F&O objects Twitter Ads objects How this pairing syncs
Released Products Sellable product master; read out to commerce channels and CRM catalogs. Analytics (Stats) Performance metrics for campaigns, line items, and promoted tweets; read-only via asynchronous jobs and pulled into a warehouse for reporting. Released Products is specific to Dynamics 365 F&O and Analytics (Stats) to Twitter Ads — each maps to any object or custom field on the other side.
Sales Orders Order transactions; written in from storefronts or CRM and tracked through fulfillment. Ad Accounts Top-level advertising account (base-36 ID) that holds campaigns and funding; read to enumerate structure, and most syncs are scoped to one account. Sales Orders is specific to Dynamics 365 F&O and Ad Accounts to Twitter Ads — each maps to any object or custom field on the other side.
Purchase Orders Procurement transactions; extracted for spend and supply chain reporting. Campaigns Schedule and budget container; synced two-way to create and update daily/total budgets and run dates from a planning database or spreadsheet. Purchase Orders is specific to Dynamics 365 F&O and Campaigns to Twitter Ads — each maps to any object or custom field on the other side.
Customer Invoices AR billing documents; status synced back to CRM and customer success tools. Line Items Ad groups holding the per-engagement bid, promoted entity, and targeting; written to set bids and targeting, read for account structure. Customer Invoices is specific to Dynamics 365 F&O and Line Items to Twitter Ads — each maps to any object or custom field on the other side.
Vendor Invoices AP documents; synced with invoice automation systems. Promoted Tweets Tweets promoted under a line item; created, paused, or updated through the API and read back for delivery status. Vendor Invoices is specific to Dynamics 365 F&O and Promoted Tweets to Twitter Ads — each maps to any object or custom field on the other side.
General Journal Entries GL postings; read-only extracts for consolidated finance reporting. Custom Audiences Match lists (formerly Tailored Audiences); written by uploading hashed emails or device IDs from a CRM or warehouse segment for retargeting and suppression. General Journal Entries is specific to Dynamics 365 F&O and Custom Audiences to Twitter Ads — each maps to any object or custom field on the other side.

How changes propagate between Dynamics 365 F&O and Twitter Ads

Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.

Dynamics 365 F&O Twitter Ads Sub-second propagation

DetectionDynamics 365 F&O pushes changes as they happen — webhook events backed by change data capture. Change data capture via the Dynamics 365 Change Tracking feature, enabled per entity.

DeliveryEach detected change is written to Twitter Ads through its API, with automatic retries and rate-limit backoff.

Twitter Ads Dynamics 365 F&O Interval-based propagation

DetectionStacksync polls Twitter Ads for changes on an incremental schedule, reading only records changed since the previous pass. Polling only — the Ads API has no webhooks or change-data-capture.

DeliveryEach detected change is written to Dynamics 365 F&O through its API, with automatic retries and rate-limit backoff.

Rate-limit considerations

  • Dynamics 365 F&O: OData requests are subject to platform throttling; high-volume loads belong in the Data Management Framework.
  • Twitter Ads: Per-endpoint 15-minute windows exposed via x-rate-limit-remaining and x-rate-limit-reset headers; asynchronous analytics is capped by concurrent jobs per account and covers up to 90 days per request.
What ships with Dynamics 365 F&O ⇄ Twitter Ads

Connect Dynamics 365 F&O and Twitter Ads for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Dynamics 365 F&O–Twitter Ads connection.

Real-time

Two-way sync

Changes in Dynamics 365 F&O or Twitter Ads instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Dynamics 365 F&O or Twitter Ads data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.

At scale

Event queues

Handle millions of events per minute without losing a single Dynamics 365 F&O or Twitter Ads record.

Observability

Monitoring

Track your Dynamics 365 F&O ⇄ Twitter Ads sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Dynamics 365 F&O and Twitter Ads.

How the Dynamics 365 F&O and Twitter Ads connectors work

Dynamics 365 F&O

Integration surface
OData REST endpoint over data entities, plus the Data Management Framework for batch
Authentication
OAuth via Microsoft sign-in: provide the D365 F&O environment URL, sign in with Microsoft credentials, and grant the Stacksync app consent (admin consent may be required — "Need admin approval for this app")
Change detection
Change data capture via the Dynamics 365 Change Tracking feature, enabled per entity; falls back to periodic full-sync where change tracking is unavailable
Capabilities
read · write · CDC · webhooks
Rate limits
OData requests are subject to platform throttling; high-volume loads belong in the Data Management Framework.
Dynamics 365 F&O setup guide

Twitter Ads

Integration surface
REST Ads API (synchronous management + asynchronous analytics jobs)
Authentication
OAuth 1.0a signed requests (three-legged user context) from a developer app allowlisted for the Ads API; OAuth 2.0 bearer tokens are limited to some read paths, while campaign, line item, and audience writes require OAuth 1.0a signing
Change detection
Polling only — the Ads API has no webhooks or change-data-capture; sync engines re-read entities and their state on a schedule and submit asynchronous analytics jobs for stats
Capabilities
read · write
Rate limits
Per-endpoint 15-minute windows exposed via x-rate-limit-remaining and x-rate-limit-reset headers; asynchronous analytics is capped by concurrent jobs per account and covers up to 90 days per request
How it works

How to connect Dynamics 365 F&O to Twitter Ads — three steps, no code

Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.

  1. 01

    Connect your apps

    Authenticate Dynamics 365 F&O and Twitter Ads with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    Dynamics 365 F&O connected
    Twitter Ads connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Dynamics 365 F&O and Twitter Ads objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · Dynamics 365 F&O ⇄ Twitter Ads
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    Dynamics 365 F&O Twitter Ads
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Dynamics 365 F&O and Twitter Ads integration FAQ

SECURITY

Security teams trust Stacksync

As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.

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SSO & SCIM

Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.

Alerts

Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.

Secure connection options

Securely connects to your systems with:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 374 integrations available for Dynamics 365 F&O and Twitter Ads.

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